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Introduction When your .NET application needs to handle a planned, instantaneous traffic spike, you want Amazon DynamoDB to be ready from the moment the spike begins. DynamoDB auto scaling is designed to adapt to gradual traffic changes by evaluating utilization over a period before increasing provisioned capacity. For …
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In May, Data API builder (DAB) 2.0 was released to preview, and in June it went generally available. With this new release, DAB introduced a new feature for REST endpoints: the ability to customize endpoints with compound paths. This feature allows developers to compose a sophisticated API surface dedicated to their …
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Today, we’re excited to announce the availability of Anthropic’s most advanced Sonnet model, Claude Sonnet 5, on Amazon Bedrock and Claude Platform on AWS. Claude Sonnet 5 is the first Sonnet model of Anthropic’s latest generation and represents a meaningful step forward. It delivers top-tier intelligence at Sonnet …
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In a previous post we introduced the Microsoft Binlog MCP Server and showed how an AI assistant can investigate MSBuild binary logs through natural language. Picture the payoff in CI: a pull request build fails, and instead of a human downloading Link to article: …
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This post walks through how AG-UI integrates into the Fullstack AgentCore Solution Template (FAST) to build interactive agent frontends on Amazon Bedrock AgentCore. We then show how CopilotKit extends this with generative UI, shared state, and human-in-the-loop interactions, all deployed on Amazon Bedrock AgentCore. …
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In this post, we show you how to use managed entitlements for Amazon Bedrock to subscribe once from a central account and distribute model access across your organization. This approach removes the need for AWS Marketplace permissions in workload accounts. Link to article: …
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In this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features to multi-model orchestration using an LLM gateway. These patterns address real-world challenges such as quota exhaustion during unexpected traffic surges, …
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In this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical architecture they implemented to overcome single-GPU limitations, and the measurable results achieved through AWS multi-GPU training. Link to article: …
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In this post, we share the technical approach using token-based distillation, lessons learned, and deployment architecture. If you face similar bilingual NER challenges, you can benefit from IBS Software’s experience with the Amazon Bedrock knowledge distillation capabilities. Link to article: …
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In this post, you'll learn how fine-tuning Amazon Nova models using Amazon SageMaker AI addresses these specific issues by teaching the models to recognize your exact data patterns, distinguish between similar fields, and process information more efficiently—achieving up to 94.77% extraction accuracy while reducing …
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Right before heading into a short vacation, I wanted to blog about some of our recent releases this past week as the entire CritterStack has been busy lately. Between June 22 and June 29, we shipped three Wolverine releases, three Marten releases, and three Polecat releases — a week heavy on database-backed messaging, …
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MSIX supports making a package available to all users; the formal term is provisioning. Provisioning a package family makes it available to all users, whereas registration makes a package available to a single user. Per-User vs All Users Traditional installers often provide a "per-machine" installation mode …
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Mailbox requirement set 1.16 is now generally available for Outlook add-ins. This release reflects our continued investment in closing the gap between COM/VSTO and web add-ins, with a focus on message and information security. Mail Link to article: …
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Hi everyone! May and June brought so much Kotlin news that I needed a little extra space for this roundup. Kotlin turned 15, Kotlin 2.4.0 arrived with new capabilities for developers on every platform, and I found plenty of ways to learn, experiment, build AI agents and AI-powered applications, and explore useful …
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During my discussion of the evolution of system-windows window and class extra bytes, I noted that even though IDs are typically small integers, people liked to stash pointers there, so we Link to article: https://devblogs.microsoft.com/oldnewthing/20260630-00/?p=112488
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Born out of a deep partnership between JetBrains and GitHub, this integration makes Copilot native in the agent picker and delivers a more stable agent experience directly in the IDE you already use every day. From ACP Registry to native experience Copilot was previously accessible via the ACP Registry, but this …
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Visitor pattern best practices in C# for clean double dispatch, extensible element hierarchies, and avoiding common anti-patterns. Link to article: https://www.devleader.ca/2026/06/30/visitor-pattern-best-practices-in-c-code-organization-and-maintainability
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Every Terraform user eventually has that moment. You run terraform apply, expecting a clean deployment, and Terraform confidently starts building resources in an order that makes… Link to article: https://build5nines.com/terraform-dependency-management-when-ordering-matters-more-than-you-think/
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In this post I describe what a close closed hierarchy is, how to create one, and discuss why you might want to Link to article: https://andrewlock.net/exploring-the-dotnet-11-preview-4-closed-class-hierarchies/
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We're excited to release React Native Windows 0.84.0, aligned with React Native 0.84.1. React Native Windows v0.84 delivers input-handling improvements such as standard click events and imperative focus, theme-aware defaults and robust hit-testing semantics. Link to article: …
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